Discover
Understand your goals, workflows, and operating environment.
Assess models, infrastructure, access controls, and operations for on-premises, dedicated cloud, or restricted-network deployments. A private deployment generally means running a suitable existing model in your environment—not training a foundation model from scratch.
Model assessment against tasks, languages, data needs, and licensing
Capacity planning based on concurrency, context length, and latency targets
Inference services, access APIs, and internal interfaces
Internal retrieval, access policies, and identity integration
Usage, quality, and incident monitoring with operational handover
Understand your goals, workflows, and operating environment.
Define features, priorities, and integration requirements.
Build the agreed scope and review progress together.
Prepare testing, deployment, and operational handover.
You don’t need a finished specification.
Start with the problem you want to solve.